2020.5.4 Learning papers

 

04-28-2020

The AI Economist: Improving Equality and Productivity with AI-Driven Tax Policies
by Stephan Zheng et al

04-29-2020

Explainable Deep Learning: A Field Guide for the Uninitiated
by Ning Xie et al

04-30-2020

CNN Explainer: Learning Convolutional Neural Networks with Interactive Visualization
by Zijie J. Wang et al

04-28-2020

Image Augmentation Is All You Need: Regularizing Deep Reinforcement Learning from Pixels
by Ilya Kostrikov et al

04-30-2020

Investigating Transferability in Pretrained Language Models
by Alex Tamkin et al

04-28-2020

Neural Additive Models: Interpretable Machine Learning with Neural Nets
by Rishabh Agarwal et al

04-30-2020

Reinforcement Learning with Augmented Data
by Michael Laskin et al

04-29-2020

WT5?! Training Text-to-Text Models to Explain their Predictions
by Sharan Narang et al

04-29-2020

ToTTo: A Controlled Table-To-Text Generation Dataset
by Ankur P. Parikh et al

04-30-2020

Imitation Attacks and Defenses for Black-box Machine Translation Systems
by Eric Wallace et al

04-29-2020

Instance-Based Learning of Span Representations: A Case Study through Named Entity Recognition
by Hiroki Ouchi et al

04-30-2020

Improving Vision-and-Language Navigation with Image-Text Pairs from the Web
by Arjun Majumdar et al

04-30-2020

NUBIA: NeUral Based Interchangeability Assessor for Text Generation
by Hassan Kane et al

04-28-2020

Time Series Forecasting With Deep Learning: A Survey
by Bryan Lim et al

04-29-2020

Editing in Style: Uncovering the Local Semantics of GANs
by Edo Collins et al

04-28-2020

Denise: Deep Learning based Robust PCA for Positive Semidefinite Matrices
by Calypso Herrera et al

04-30-2020

A Call for More Rigor in Unsupervised Cross-lingual Learning
by Mikel Artetxe et al

04-30-2020

SegaBERT: Pre-training of Segment-aware BERT for Language Understanding
by He Bai et al

04-29-2020

Molecular Design in Synthetically Accessible Chemical Space via Deep Reinforcement Learning
by Julien Horwood et al

04-29-2020

Continual Deep Learning by Functional Regularisation of Memorable Past
by Pingbo Pan et al

04-30-2020

SS3D: Single Shot 3D Object Detector
by Aniket Limaye et al

04-29-2020

Caramel: Accelerating Decentralized Distributed Deep Learning with Computation Scheduling
by Sayed Hadi Hashemi et al

04-30-2020

Improved Natural Language Generation via Loss Truncation
by Daniel Kang et al

04-30-2020

Self-Supervised and Controlled Multi-Document Opinion Summarization
by Hady Elsahar et al

04-30-2020

Few-Shot Learning for Abstractive Multi-Document Opinion Summarization
by Arthur Bražinskas et al

04-30-2020

Named Entity Recognition without Labelled Data: A Weak Supervision Approach
by Pierre Lison et al

04-28-2020

Quantum-inspired Machine Learning on high-energy physics data
by Marco Trenti et al

04-29-2020

UAV and Machine Learning Based Refinement of a Satellite-Driven Vegetation Index for Precision Agriculture
by Vittorio Mazzia et al

04-29-2020

Revealing the Phase Diagram of Kitaev Materials by Machine Learning: Cooperation and Competition between Spin Liquids
by Ke Liu et al

04-29-2020

Pre-training Is (Almost) All You Need: An Application to Commonsense Reasoning
by Alexandre Tamborrino et al

04-30-2020

Progressive Transformers for End-to-End Sign Language Production
by Ben Saunders et al

04-30-2020

Out-of-the-box channel pruned networks
by Ragav Venkatesan et al

04-28-2020

Multi-task Learning with Crowdsourced Features Improves Skin Lesion Diagnosis
by Ralf Raumanns et al

04-29-2020

Counterfactual Off-Policy Training for Neural Response Generation
by Qingfu Zhu et al

04-29-2020

Physarum Powered Differentiable Linear Programming Layers and Applications
by Zihang Meng et al

04-29-2020

Detecting Deep-Fake Videos from Appearance and Behavior
by Shruti Agarwal et al

04-28-2020

Do We Need Fully Connected Output Layers in Convolutional Networks?
by Zhongchao Qian et al

04-28-2020

Pyramid Attention Networks for Image Restoration
by Yiqun Mei et al

04-28-2020

Evaluating the Rainbow DQN Agent in Hanabi with Unseen Partners
by Rodrigo Canaan et al

04-30-2020

Preventing Posterior Collapse with Levenshtein Variational Autoencoder
by Serhii Havrylov et al

04-30-2020

On the Evaluation of Contextual Embeddings for Zero-Shot Cross-Lingual Transfer Learning
by Phillip Keung et al

04-30-2020

HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training
by Linjie Li et al

04-29-2020

How to Learn a Useful Critic? Model-based Action-Gradient-Estimator Policy Optimization
by Pierluca D'Oro et al

04-29-2020

APB2Face: Audio-guided face reenactment with auxiliary pose and blink signals
by Jiangning Zhang et al

04-30-2020

Polygonal Building Segmentation by Frame Field Learning
by Nicolas Girard et al

04-28-2020

Privacy-Preserving Recommender Systems Challenge on Twitters Home Timeline
by Luca Belli et al

04-29-2020

Do Neural Language Models Show Preferences for Syntactic Formalisms?
by Artur Kulmizev et al

04-29-2020

Meta-Reinforcement Learning for Robotic Industrial Insertion Tasks
by Gerrit Schoettler et al

04-29-2020

Distantly-Supervised Neural Relation Extraction with Side Information using BERT
by Johny Moreira et al

04-30-2020

PreCNet: Next Frame Video Prediction Based on Predictive Coding
by Zdenek Straka et al

04-29-2020

The Effect of Natural Distribution Shift on Question Answering Models
by John Miller et al

04-30-2020

The 4th AI City Challenge
by Milind Naphade et al

04-29-2020

Bias-corrected estimator for intrinsic dimension and differential entropy--a visual multiscale approach
by Jugurta Montalvão et al

04-29-2020

TRP: Trained Rank Pruning for Efficient Deep Neural Networks
by Yuhui Xu et al

04-29-2020

Posterior Calibrated Training on Sentence Classification Tasks
by Taehee Jung et al

04-30-2020

Generative Adversarial Networks in Digital Pathology: A Survey on Trends and Future Potential
by Maximilian Ernst Tschuchnig et al

04-28-2020

The Immersion of Directed Multi-graphs in Embedding Fields. Generalisations
by Bogdan Bocse et al

04-30-2020

Multi-View Spectral Clustering Tailored Tensor Low-Rank Representation
by Yuheng Jia et al

04-30-2020

Mind Your Inflections! Improving NLP for Non-Standard English with Base-Inflection Encoding
by Samson Tan et al

05-01-2020

The AVA-Kinetics Localized Human Actions Video Dataset
by Ang Li et al

04-29-2020

Multiresolution and Multimodal Speech Recognition with Transformers
by Georgios Paraskevopoulos et al

04-28-2020

The Curse of Performance Instability in Analysis Datasets: Consequences, Source, and Suggestions
by Xiang Zhou et al

04-30-2020

Sparse Hashing for Scalable Approximate Model Counting: Theory and Practice
by Kuldeep S. Meel et al

04-29-2020

Teaching Cameras to Feel: Estimating Tactile Physical Properties of Surfaces From Images
by Matthew Purri et al

04-30-2020

SkipGNN: Predicting Molecular Interactions with Skip-Graph Networks
by Kexin Huang et al

04-30-2020

Dynamic Language Binding in Relational Visual Reasoning
by Thao Minh Le et al

04-30-2020

On the Benefits of Invariance in Neural Networks
by Clare Lyle et al

04-30-2020

Modelling Suspense in Short Stories as Uncertainty Reduction over Neural Representation
by David Wilmot et al

04-29-2020

Rethink the Connections among Generalization, Memorization and the Spectral Bias of DNNs
by Xiao Zhang et al

04-30-2020

A Span-based Linearization for Constituent Trees
by Yang Wei et al

04-30-2020

Bayesian Online Meta-Learning with Laplace Approximation
by Pau Ching Yap et al

04-29-2020

Deep Reinforcement Learning with Graph-based State Representations
by Vikram Waradpande et al

04-29-2020

Learning to Learn to Disambiguate: Meta-Learning for Few-Shot Word Sense Disambiguation
by Nithin Holla et al

04-29-2020

Image Morphing with Perceptual Constraints and STN Alignment
by Noa Fish et al

04-28-2020

Minority Reports Defense: Defending Against Adversarial Patches
by Michael McCoyd et al

04-29-2020

Effective Human Activity Recognition Based on Small Datasets
by Bruce X. B. Yu et al

04-29-2020

Zero-Shot Learning and its Applications from Autonomous Vehicles to COVID-19 Diagnosis: A Review
by Mahdi Rezaei et al

04-28-2020

Genetic programming approaches to learning fair classifiers
by William La Cava et al

04-29-2020

Classification of Equation of State in Relativistic Heavy-Ion Collisions Using Deep Learning
by Yu. Kvasiuk et al

04-30-2020

Accurate Word Alignment Induction from Neural Machine Translation
by Yun Chen et al

04-29-2020

Distributional Soft Actor Critic for Risk Sensitive Learning
by Xiaoteng Ma et al

04-29-2020

Learning from Sparse Datasets: Predicting Concretes Strength by Machine Learning
by Boya Ouyang et al

04-29-2020

Informative Scene Decomposition for Crowd Analysis, Comparison and Simulation Guidance
by Feixiang He et al

04-28-2020

Unifying Neural Learning and Symbolic Reasoning for Spinal Medical Report Generation
by Zhongyi Han et al

04-28-2020

On the Reliability of Test Collections for Evaluating Systems of Different Types
by Emine Yilmaz et al

05-01-2020

Multilingual Unsupervised Sentence Simplification
by Louis Martin et al

04-30-2020

Generalization Error of Generalized Linear Models in High Dimensions
by Melikasadat Emami et al

04-30-2020

Bullseye Polytope: A Scalable Clean-Label Poisoning Attack with Improved Transferability
by Hojjat Aghakhani et al

04-28-2020

Kungfupanda at SemEval-2020 Task 12: BERT-Based Multi-Task Learning for Offensive Language Detection
by Wenliang Dai et al

04-29-2020

End-to-End Slot Alignment and Recognition for Cross-Lingual NLU
by Weijia Xu et al

04-30-2020

Contextual Text Style Transfer
by Yu Cheng et al

04-28-2020

Deflating Dataset Bias Using Synthetic Data Augmentation
by Nikita Jaipuria et al

04-28-2020

Identification of Cervical Pathology using Adversarial Neural Networks
by Abhilash Nandy et al

04-30-2020

Distributed Stochastic Nonconvex Optimization and Learning based on Successive Convex Approximation
by Paolo Di Lorenzo et al

05-01-2020

Partially-Typed NER Datasets Integration: Connecting Practice to Theory
by Shi Zhi et al

04-29-2020

Reducing catastrophic forgetting with learning on synthetic data
by Wojciech Masarczyk et al

05-01-2020

Is Long Horizon Reinforcement Learning More Difficult Than Short Horizon Reinforcement Learning?
by Ruosong Wang et al

04-29-2020

Plan-Space State Embeddings for Improved Reinforcement Learning
by Max Pflueger et al

04-29-2020

Skeleton Focused Human Activity Recognition in RGB Video
by Bruce X. B. Yu et al

04-29-2020

On Detecting Hidden Third-Party Web Trackers with a Wide Dependency Chain Graph: A Representation Learning Approach
by Amir Hossein Kargaran et al

05-01-2020

Do Neural Ranking Models Intensify Gender Bias?
by Navid Rekabsaz et al

04-30-2020

Unsupervised Learning of KB Queries in Task Oriented Dialogs
by Dinesh Raghu et al

04-29-2020

Transfer Learning for Thermal Comfort Prediction in Multiple Cities
by Nan Gao et al

04-30-2020

Learning Bayesian Networks Under Sparsity Constraints: A Parameterized Complexity Analysis
by Niels Grüttemeier et al

04-29-2020

Packet2Vec: Utilizing Word2Vec for Feature Extraction in Packet Data
by Eric L. Goodman et al

05-01-2020

Cross-modal Language Generation using Pivot Stabilization for Web-scale Language Coverage
by Ashish V. Thapliyal et al

04-28-2020

Showing Your Work Doesnt Always Work
by Raphael Tang et al

05-01-2020

Can a powerful neural network be a teacher for a weaker neural network?
by Nicola Landro et al

05-01-2020

Multi-View Self-Attention for Interpretable Drug-Target Interaction Prediction
by Brighter Agyemang et al

04-28-2020

Visual Grounding of Learned Physical Models
by Yunzhu Li et al

04-30-2020

Bridging Mode Connectivity in Loss Landscapes and Adversarial Robustness
by Pu Zhao et al

04-30-2020

Generative Adversarial Networks (GANs): Challenges, Solutions, and Future Directions
by Divya Saxena et al

04-29-2020

Emerging Relation Network and Task Embedding for Multi-Task Regression Problems
by Jens Schreiber et al

04-30-2020

Hide-and-Seek: A Template for Explainable AI
by Thanos Tagaris et al

05-01-2020

SciREX: A Challenge Dataset for Document-Level Information Extraction
by Sarthak Jain et al

04-30-2020

Bootstrap Latent-Predictive Representations for Multitask Reinforcement Learning
by Daniel Guo et al

04-28-2020

A Practical Framework for Relation Extraction with Noisy Labels Based on Doubly Transitional Loss
by Shanchan Wu et al

04-29-2020

Generating Safe Diversity in NLG via Imitation Learning
by Giulio Zhou et al

05-01-2020

Image fusion using symmetric skip autoencodervia an Adversarial Regulariser
by Snigdha Bhagat et al

04-29-2020

Whittle index based Q-learning for restless bandits with average reward
by Konstantin Avrachenkov et al

04-29-2020

Valid Explanations for Learning to Rank Models
by Jaspreet Singh et al

04-28-2020

Scheduled DropHead: A Regularization Method for Transformer Models
by Wangchunshu Zhou et al

05-01-2020

Structured Tuning for Semantic Role Labeling
by Tao Li et al

05-01-2020

Self-supervised Knowledge Triplet Learning for Zero-shot Question Answering
by Pratyay Banerjee et al

04-30-2020

Coreset Clustering on Small Quantum Computers
by Teague Tomesh et al

04-29-2020

Exploring Fine-tuning Techniques for Pre-trained Cross-lingual Models via Continual Learning
by Zihan Liu et al

04-28-2020

Learning Polynomials of Few Relevant Dimensions
by Sitan Chen et al

04-29-2020

Metric learning by Similarity Network for Deep Semi-Supervised Learning
by Sanyou Wu et al

04-28-2020

Multivariate Confidence Calibration for Object Detection
by Fabian Küppers et al

04-30-2020

Learning to Rank Intents in Voice Assistants
by Raviteja Anantha et al

04-28-2020

Improving Sample Efficiency and Multi-Agent Communication in RL-based Train Rescheduling
by Dano Roost et al

04-28-2020

Unmanned Aerial Systems for Wildland and Forest Fires: Sensing, Perception, Cooperation and Assistance
by Moulay A. Akhloufi et al

04-30-2020

AIBench: An Industry Standard AI Benchmark Suite from Internet Services
by Fei Tang et al

04-30-2020

APo-VAE: Text Generation in Hyperbolic Space
by Shuyang Dai et al

04-28-2020

Revisiting Round-Trip Translation for Quality Estimation
by Jihyung Moon et al

04-28-2020

Introducing a framework to assess newly created questions with Natural Language Processing
by Luca Benedetto et al

04-29-2020

Interpretable Random Forests via Rule Extraction
by Clément Bénard et al

04-30-2020

Interpretable Entity Representations through Large-Scale Typing
by Yasumasa Onoe et al

05-01-2020

CDL: Curriculum Dual Learning for Emotion-Controllable Response Generation
by Lei Shen et al

05-01-2020

Why Overfitting Isnt Always Bad: Retrofitting Cross-Lingual Word Embeddings to Dictionaries
by Mozhi Zhang et al

04-28-2020

EmbraceNet for Activity: A Deep Multimodal Fusion Architecture for Activity Recognition
by Jun-Ho Choi et al

05-01-2020

Defense of Word-level Adversarial Attacks via Random Substitution Encoding
by Zhaoyang Wang et al

04-28-2020

Pseudo Rehearsal using non photo-realistic images
by Bhasker Sri Harsha Suri et al

04-30-2020

Why and when should you pool? Analyzing Pooling in Recurrent Architectures
by Pratyush Maini et al

04-30-2020

Neural Entity Summarization with Joint Encoding and Weak Supervision
by Junyou Li et al

04-29-2020

Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning
by Tao Shen et al

04-30-2020

A Novel Perspective to Zero-shot Learning: Towards an Alignment of Manifold Structures via Semantic Feature Expansion
by Jingcai Guo et al

04-29-2020

UniConv: A Unified Conversational Neural Architecture for Multi-domain Task-oriented Dialogues
by Hung Le et al

04-28-2020

Unbiased Learning to Rank: Online or Offline?
by Qingyao Ai et al

05-01-2020

Exploring Private Federated Learning with Laplacian Smoothing
by Zhicong Liang et al

04-30-2020

A Triangular Network For Density Estimation
by Xi-Lin Li

04-28-2020

DS-FACTO: Doubly Separable Factorization Machines
by Parameswaran Raman et al

04-29-2020

Learning Non-Monotonic Automatic Post-Editing of Translations from Human Orderings
by António Góis et al

04-30-2020

Jukebox: A Generative Model for Music
by Prafulla Dhariwal et al

04-28-2020

KACC: A Multi-task Benchmark for Knowledge Abstraction, Concretization and Completion
by Jie Zhou et al

04-29-2020

To Reduce Gross NPA and Classify Defaulters Using Shannon Entropy
by Ambarish Moharil et al

04-30-2020

Robustness Certification of Generative Models
by Matthew Mirman et al

04-28-2020

Deep Machine Learning Approach to Develop a New Asphalt Pavement Condition Index
by Hamed Majidifard et al

04-30-2020

Modeling Pharmacological Effects with Multi-Relation Unsupervised Graph Embedding
by Dehua Chen et al

04-29-2020

RadixSpline: A Single-Pass Learned Index
by Andreas Kipf et al

05-01-2020

The Grammar of Interactive Explanatory Model Analysis
by Hubert Baniecki et al

04-29-2020

A generalized kernel machine approach to identify higher-order composite effects in multi-view datasets
by Md Ashad Alam et al

04-30-2020

Occlusion resistant learning of intuitive physics from videos
by Ronan Riochet et al

05-01-2020

USR: An Unsupervised and Reference Free Evaluation Metric for Dialog Generation
by Shikib Mehri et al

04-29-2020

Batch Normalization in Quantized Networks
by Eyyüb Sari et al

04-28-2020

Task-Feature Collaborative Learning with Application to Personalized Attribute Prediction
by Zhiyong Yang et al

04-29-2020

Neural Network Retraining for Model Serving
by Diego Klabjan et al

04-28-2020

Sample-Efficient Model-based Actor-Critic for an Interactive Dialogue Task
by Katya Kudashkina et al

04-28-2020

Machine Learning Methods for Brain Network Classification: Application to Autism Diagnosis using Cortical Morphological Networks
by Ismail Bilgen et al

04-30-2020

The Information Bottleneck Problem and Its Applications in Machine Learning
by Ziv Goldfeld et al

04-28-2020

Analysis of ensemble feature selection for correlated high-dimensional RNA-Seq cancer data
by Aneta Polewko-Klim et al

04-30-2020

A Primer on Private Statistics
by Gautam Kamath et al

04-28-2020

Automatic Cross-Replica Sharding of Weight Update in Data-Parallel Training
by Yuanzhong Xu et al

04-29-2020

Avoiding catastrophic forgetting in mitigating model biases in sentence-pair classification with elastic weight consolidation
by James Thorne et al

05-01-2020

Automatic Catalog of RRLyrae from ∼∼ 14 million VVV Light Curves: How far can we go with traditional machine-learning?
by Juan B. Cabral et al

05-01-2020

Knowledge Base Inference for Regular Expression Queries
by Vaibhav Adlakha et al

04-30-2020

On Deep Instrumental Variables Estimate
by Ruiqi Liu et al

04-30-2020

Structure-Tags Improve Text Classification for Scholarly Document Quality Prediction
by Gideon Maillette de Buy Wenniger et al

05-01-2020

Thresholded Adaptive Validation: Tuning the Graphical Lasso for Graph Recovery
by Mike Laszkiewicz et al

04-29-2020

Quantized Adam with Error Feedback
by Congliang Chen et al

04-30-2020

Breaking (Global) Barriers in Parallel Stochastic Optimization with Wait-Avoiding Group Averaging
by Shigang Li et al

04-28-2020

Spiking Machine Intelligence: What we can learn from biology and how spiking Neural Networks can help to improve Machine Learning
by Richard C. Gerum et al

04-30-2020

Learning to Faithfully Rationalize by Construction
by Sarthak Jain et al

04-28-2020

Deep Learning for ECG Analysis: Benchmarks and Insights from PTB-XL
by Nils Strodthoff et al

04-28-2020

Fast and Memory-Efficient Neural Code Completion
by Alexey Svyatkovskiy et al

04-29-2020

Insights on Training Neural Networks for QUBO Tasks
by Thomas Gabor et al

04-30-2020

Challenges in Benchmarking Stream Learning Algorithms with Real-world Data
by Vinicius M. A. Souza et al

05-01-2020

Supervised Feature Subset Selection and Feature Ranking for Multivariate Time Series without Feature Extraction
by Shuchu Han et al

04-30-2020

Two Burning Questions on COVID-19: Did shutting down the economy help? Can we (partially) reopen the economy without risking the second wave?
by Anish Agarwal et al

04-30-2020

How to reduce computation time while sparing performance during robot navigation? A neuro-inspired architecture for autonomous shifting between model-based and model-free learning
by Rémi Dromnelle et al

04-28-2020

Bayesian inference of infected patients in group testing with prevalence estimation
by Ayaka Sakata

04-28-2020

SCRDet++: Detecting Small, Cluttered and Rotated Objects via Instance-Level Feature Denoising and Rotation Loss Smoothing
by Xue Yang et al

04-29-2020

WoodFisher: Efficient second-order approximations for model compression
by Sidak Pal Singh et al

05-01-2020

DriveML: An R Package for Driverless Machine Learning
by Sayan Putatunda et al

04-28-2020

Heterogeneous Representation Learning: A Review
by Joey Tianyi Zhou et al

04-29-2020

Automated Retrieval of ATT&CK Tactics and Techniques for Cyber Threat Reports
by Valentine Legoy et al

04-30-2020

Context based Text-generation using LSTM networks
by Sivasurya Santhanam

04-29-2020

Extended Coopetitive Soft Gating Ensemble
by Stephan Deist et al

04-30-2020

Pruning artificial neural networks: a way to find well-generalizing, high-entropy sharp minima
by Enzo Tartaglione et al

05-01-2020

Secure Network Release with Link Privacy
by Carl Yang et al

04-30-2020

A convolutional neural-network model of human cochlear mechanics and filter tuning for real-time applications
by Deepak Baby et al

04-28-2020

Meta-Learning for Few-Shot Land Cover Classification
by Marc Rußwurm et al

04-29-2020

Directed Graph Convolutional Network
by Zekun Tong et al

04-30-2020

Sequence Information Channel Concatenation for Improving Camera Trap Image Burst Classification
by Bhuvan Malladihalli Shashidhara et al

05-01-2020

Biomedical Entity Representations with Synonym Marginalization
by Mujeen Sung et al

04-28-2020

Robust Generative Adversarial Network
by Shufei Zhang et al

04-30-2020

Recurrent Interaction Network for Jointly Extracting Entities and Classifying Relations
by Kai Sun et al

04-29-2020

Multi-Decoder RNN Autoencoder Based on Variational Bayes Method
by Daisuke Kaji et al

04-29-2020

Reduced Bond Graph via machine learning for nonlinear multiphysics dynamic systems
by Youssef Hammadi et al

04-28-2020

Private Dataset Generation Using Privacy Preserving Collaborative Learning
by Amit Chaulwar

04-29-2020

Actor-Critic Reinforcement Learning for Control with Stability Guarantee
by Minghao Han et al

04-30-2020

Linguistic Typology Features from Text: Inferring the Sparse Features of World Atlas of Language Structures
by Alexander Gutkin et al

04-30-2020

Generalization Error for Linear Regression under Distributed Learning
by Martin Hellkvist et al

04-28-2020

A lite parametric model for the Hemodynamic Response Function
by Manuel Morante

04-28-2020

An Explainable Deep Learning-based Prognostic Model for Rotating Machinery
by Namkyoung Lee et al

04-28-2020

Improving Vertical Positioning Accuracy with the Weighted Multinomial Logistic Regression Classifier
by Yiyan Yao et al

04-30-2020

Binary autoencoder with random binary weights
by Viacheslav Osaulenko

04-28-2020

A deep learning-based framework for segmenting invisible clinical target volumes with estimated uncertainties for post-operative prostate cancer radiotherapy
by Anjali Balagopal et al

04-30-2020

A Systematic Approach to Featurization for Cancer Drug Sensitivity Predictions with Deep Learning
by Austin Clyde et al

04-28-2020

Adversarial Learning Guarantees for Linear Hypotheses and Neural Networks
by Pranjal Awasthi et al

04-29-2020

Reduced-Dimensional Reinforcement Learning Control using Singular Perturbation Approximations
by Sayak Mukherjee et al

04-30-2020

GCN-RL Circuit Designer: Transferable Transistor Sizing with Graph Neural Networks and Reinforcement Learning
by Hanrui Wang et al

04-28-2020

The VC-Dimension of Axis-Parallel Boxes on the Torus
by Pierre Gillibert et al

04-30-2020

Learning nonlinear dynamical systems from a single trajectory
by Dylan J. Foster et al

04-28-2020

Detecting multi-timescale consumption patterns from receipt data: A non-negative tensor factorization approach
by Akira Matsui et al

04-28-2020

A Doubly Regularized Linear Discriminant Analysis Classifier with Automatic Parameter Selection
by Alam Zaib et al

04-28-2020

Streamlining Tensor and Network Pruning in PyTorch
by Michela Paganini et al

04-29-2020

Fractional norms and quasinorms do not help to overcome the curse of dimensionality
by Evgeny M. Mirkes et al

04-28-2020

VIGN: Variational Integrator Graph Networks
by Shaan Desai et al

04-30-2020

Prediction of Epilepsy Development in Traumatic Brain Injury Patients from Diffusion Weighted MRI
by Md Navid Akbar et al

05-01-2020

Can Multilingual Language Models Transfer to an Unseen Dialect? A Case Study on North African Arabizi
by Benjamin Muller et al

04-28-2020

Adversarial Feature Learning and Unsupervised Clustering based Speech Synthesis for Found Data with Acoustic and Textual Noise
by Shan Yang et al

05-01-2020

Language (Re)modelling: Towards Embodied Language Understanding
by Ronen Tamari et al

04-28-2020

A Linear Bandit for Seasonal Environments
by Giuseppe Di Benedetto et al

04-28-2020

A new effective and efficient measure for outlying aspect mining
by Durgesh Samariya et al

05-01-2020

Hitachi at SemEval-2020 Task 12: Offensive Language Identification with Noisy Labels using Statistical Sampling and Post-Processing
by Manikandan Ravikiran et al

04-30-2020

Question Rewriting for Conversational Question Answering
by Svitlana Vakulenko et al

04-28-2020

On Learning Combinatorial Patterns to Assist Large-Scale Airline Crew Pairing Optimization
by Divyam Aggarwal et al

04-30-2020

Reinforcement learning of minimalist grammars
by Peter beim Graben et al

04-28-2020

MultiMBNN: Matched and Balanced Causal Inference with Neural Networks
by Ankit Sharma et al

04-30-2020

A Robust Hierarchical Graph Convolutional Network Model for Collaborative Filtering
by Shaowen Peng et al

04-30-2020

Does Terrorism Trigger Online Hate Speech? On the Association of Events and Time Series
by Erik Scharwächter et al

04-30-2020

Query-level Early Exit for Additive Learning-to-Rank Ensembles
by Claudio Lucchese et al

04-28-2020

A First Principles Approach for Data-Efficient System Identification of Spring-Rod Systems via Differentiable Physics Engines
by Kun Wang et al

04-28-2020

Nearly Optimal Regret for Stochastic Linear Bandits with Heavy-Tailed Payoffs
by Bo Xue et al

04-28-2020

LNMap: Departures from Isomorphic Assumption in Bilingual Lexicon Induction Through Non-Linear Mapping in Latent Space
by Tasnim Mohiuddin et al

04-30-2020

Dynamic backup workers for parallel machine learning
by Chuan Xu et al

04-29-2020

Context-Aware Wireless Connectivity and Processing Unit Optimization for IoT Networks
by Metin Ozturk et al

04-30-2020

Data-Space Inversion Using a Recurrent Autoencoder for Time-Series Parameterization
by Su Jiang et al

04-29-2020

Perturbing Across the Feature Hierarchy to Improve Standard and Strict Blackbox Attack Transferability
by Nathan Inkawhich et al

04-28-2020

Angle-based Search Space Shrinking for Neural Architecture Search
by Yiming Hu et al

04-28-2020

Privacy Guidelines for Contact Tracing Applications
by Manish Shukla et al

04-30-2020

Unsupervised Domain Adaptation for Acoustic Scene Classification Using Band-Wise Statistics Matching
by Alessandro Ilic Mezza et al

04-29-2020

Demographics Should Not Be the Reason of Toxicity: Mitigating Discrimination in Text Classifications with Instance Weighting
by Guanhua Zhang et al

04-28-2020

Communication-Efficient Edge AI Inference Over Wireless Networks
by Kai Yang et al

05-01-2020

Learning Compliance Adaptation in Contact-Rich Manipulation
by Jianfeng Gao et al

04-29-2020

Augmenting interictal mapping with neurovascular coupling biomarkers by structured factorization of epileptic EEG and fMRI data
by Simon Van Eyndhoven et al

 
Craig Smith